摘要
提出了模糊模式识别神经网络预测模型,开辟了神经网络拓朴结构建模的新思路。模型的激励函数采用了模糊模式识别模型。最后给出中长期水文预测的应用实例。
A forecast model of fuzzy pattern recognition with neural network is developmed in this paper. This makes a break through to the topologic structure of neural network. The Fuzzy Pattern Recognition Model developed by Chen Shouyu is used as the stimulation function of hidden nodes. On the basis of Error Back Propagation Algorithm (BP Algorithm), the model learning method is developed. An middle and long term runoff forecast example is given at last.
出处
《水科学进展》
EI
CAS
CSCD
北大核心
1998年第3期258-264,共7页
Advances in Water Science
关键词
模糊模式识别
神经网络
预测模型
水文预测
fuzzy pattern recognition model
neural network
stimulation function
forecast model.